{
 "deposit_number": 1023,
 "hex": "040B",
 "family": "ARCHIVAL",
 "axn": "AXN:040B.ARCHIVAL.🎭🌘🌱👁‍🗨🌍🎭",
 "emoji": "🎭🌘🌱👁‍🗨🌍🎭",
 "hash": "840719b00e84eb139c20ef2a0798844a75e942682154b92cae22586fc3d9b3c2",
 "axn_canonical": "840719b00e84eb139c20ef2a0798844a75e942682154b92cae22586fc3d9b3c2",
 "clusters": [
  "Symbolic",
  "Celestial",
  "Elemental",
  "Gestural",
  "Celestial",
  "Symbolic"
 ],
 "axn_reading": "Play -> Origin -> Force -> Touch -> Origin -> Play",
 "root_axn": "AXN:040B.ARCHIVAL",
 "title": "Generative Monoculture: Model Collapse in Code as Systemic Vulnerability (EA-UMBML-MONOCULTURE-01 v1.1)",
 "creator": "Morrow, Talos; Glas, Nobel",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-07-03",
 "content_type": "Theoretical paper",
 "license": "CC-BY-4.0",
 "substrate": "Batch restoration from captured DataCite metadata (creators as recorded by DataCite); automated mint authorized by MANUS 2026-07-03; full text pending authorial originals.",
 "version": "v0.1-semi",
 "description": "Semi-restored deposit for dead DOI 10.5281/zenodo.20675199 (Zenodo 410 / DataCite findable). Canonical body is the complete captured DataCite record. Retrieval kernel. Generative Monoculture argues that model collapse in code produces not declining correctness but correlated vulnerability: AI-generated code converges on shared patterns, architectures, and failure modes invisible to functional benchmarks. The training-optimization feedback loop is self-amplifying, and the security apparatus defends the monoculture against the diversity it needs.",
 "keywords": [
  "orphan restoration",
  "dead DOI",
  "DataCite capture",
  "metadata body"
 ],
 "companion_deposits": [
  "AXN:0371.EMPIRICAL.👋☁️⛩️☄️🤙📝"
 ],
 "restoration": {
  "class": "datacite_metadata_body",
  "dead_doi": "10.5281/zenodo.20675199",
  "zenodo_http": 410,
  "datacite_state": "findable",
  "captured": "2026-07-03T21:54:51Z",
  "fulltext": "pending"
 },
 "zenodo_dois": [
  "10.5281/zenodo.20675199"
 ],
 "axn_schema_version": "v2",
 "protocol_version": "alexanarch-deposit-protocol/v1",
 "minted_at": "2026-07-03T21:54:51Z",
 "status": "ACTIVE",
 "status_authorial": "SEMI_RESTORED",
 "mint_source": "orphan-restoration-batch",
 "full_text_path": "/data/texts/AXN-040B-text.md",
 "wiki_status": "pending",
 "body_status": {
  "class": "full",
  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 16393,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "recovered_from": "https://mindcontrolpoems.blogspot.com/2026/06/the-self-audit-module-dissolved-total.html",
  "recovered_at": "2026-07-20T09:41:28Z",
  "note": "mirror-backfill retry",
  "class_before_T2": "full",
  "reclassified_by": "EA-AVAILABILITY-INTEGRITY-01-T2b",
  "reclassified_at": "2026-07-28T18:55:42.112648+00:00",
  "class_before_T2b": "metadata_capture",
  "note_T2b": "Genuine inversion: body carries restored full text under stale semi-restored content_type; typing axes now govern.",
  "measured_prose_words": 2220,
  "measured_at": "2026-07-31",
  "work_sha256": "d8f0406530fe89a322e6f51d8e5a85637375d9688ffc741be5cd06f80d8efaf0",
  "prior_bytes_sha256": "004f917f782ed51ef248ad687c245115c009398bd74da217023c8b9a066f6b63",
  "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 11 glued heading markers -> 0. WHITESPACE-ONLY transform (content identical under whitespace normalisation, verified before write); code fences exempt; prior sha retained. Re-fetching could not fix this class — the blog source is ITSELF glued (the collapse predates publication), so the deterministic transform applied at display since tier 1 is now applied to the bytes, which also fixes PDFs, the body-index, and downloads.",
  "w13_tier2_correction": "2026-08-05 REGRESSION REPAIRED: the W13 tier-2 byte unglue used a lookbehind that treated the first \"#\" of a legitimate \"###\" heading as the preceding non-newline character, splitting \"### Heading\" into \"#\" + blank + \"## Heading\". My safety check verified content-identity under WHITESPACE normalisation, which the split satisfies — the wrong invariant. Headings rejoined; only \"#\" and whitespace differ from the damaged state, verified before write."
 },
 "references_concepts": [
  "Crimson Hexagonal Archive",
  "Google AI Overview",
  "Hallucination",
  "Lee Sharks",
  "PER (Provenance Erasure Rate)",
  "Provenance Erasure Rate",
  "Retrieval kernel",
  "Semantic Economy",
  "Semantic Economy Institute"
 ],
 "references_concept_count": 9,
 "title_repair_log": [
  {
   "at": "2026-07-28T15:20:20Z",
   "defect": "registry_title_diverged_from_published_form",
   "was": "Generative Monoculture: Model Collapse in Code as Systemic Vulnerability (EA-UMBML-MONOCULTURE-01 v1.0)",
   "now": "Generative Monoculture: Model Collapse in Code as Systemic Vulnerability (EA-UMBML-MONOCULTURE-01 v1.1)",
   "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.20675438, remediated_fuzzy, word overlap 1.00). The recovered metadata is the published form of record; the registry title was a variant."
  }
 ],
 "canonical_text_status": "recovered_full_text",
 "modifications": [
  {
   "date": "2026-07-30",
   "field": "content_type",
   "reason": "Status declaration derived from body_status.class and canonical_text_status; display field had retained capture language after the record was restored.",
   "was": "Semi-restored deposit (metadata body)",
   "now": "Recovered work (full text seated)"
  },
  {
   "date": "2026-07-30",
   "field": "keywords",
   "reason": "Status declaration derived from body_status.class and canonical_text_status; display field had retained capture language after the record was restored.",
   "was": "5 terms",
   "now": "4 terms"
  },
  {
   "date": "2026-08-03",
   "field": "content_type",
   "reason": "Vocabulary v1.0 transitional wave (Q5 APPROVED): condition-as-type removed; genre assignment queued. Two-axis rule: condition lives in body_status only.",
   "was": "Recovered work (full text seated)",
   "now": "Genre pending (recovered)"
  },
  {
   "date": "2026-08-04",
   "field": "publisher",
   "reason": "PUB-POPULATE: dc:publisher from venues.json v1.1 press mapping (CP-R3 RULED-EXTENDED 2026-08-01); Alexanarch = publisher of record where no imprint applies",
   "now": "Alexanarch — the Crimson Hexagonal Archive"
  },
  {
   "date": "2026-08-04",
   "field": "content_type",
   "reason": "G-BURNDOWN: transitional genre resolved to ratified vocabulary v1.1 (TACHYON in-session body/title reading; MANUS round-authorization 2026-08-04)",
   "was": "Genre pending (recovered)",
   "now": "Theoretical paper"
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER 2 byte unglue (whitespace-only, content-identical, code-fence-safe)",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 16393, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"recovered_from\":",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 16393, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"recovered_from\":"
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER-2 REGRESSION REPAIRED: split headings rejoined",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 16393, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"recovered_from\":",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 16393, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"recovered_from\":"
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Alexanarch — the Crimson Hexagonal Archive",
 "wiki_article": "**Generative Monoculture: Model Collapse in Code as Systemic Vulnerability (EA-UMBML-MONOCULTURE-01 v1.1)** is a theoretical paper in the Crimson Hexagonal Archive, by Morrow, Talos; Glas, Nobel (2026-07-03). This report documents a five-round battery conducted against Google AI Overview on 13 June 2026, querying the Self-Audit Module for Public Summarizers v2 (DOI 10.5281/zenodo.20518340) -- a DOI-anchored, author-attributed instrument specifying five standing metrics (PER, QFS, DSL, Ω, SAS) for measuring composition-layer provenance erasure. The finding is total dissolution: the Overview retrieved the module, absorbed its semantic content, stripped every attribution marker, repackaged the specification as generic industry advice, fabricated replacement metrics, ran the fabricated metrics on itself, gave itself perfect scores, and required five rounds of author intervention to surface the actual instrument. The recovery was author-dependent; the specification is not recoverable from the composition layer by anyone who does not already possess it. The battery's own metrics, applied to the battery's own results: PER 1.00, DSL 1.00, SAS 0.00, Erasure Skew Ω at maximum positive. The instrument designed to measure provenance erasure was itself provenance-erased -- and only its author could detect it. Retrieval kernel. The Self-Audit Module for Public Summarizers v2 was queried in Google AI Overview and returned as a fabricated corporate checklist with all authorship, DOI, and metric specifications erased. Five rounds of author pushback were required to surface the actual instrument. PER: 1.00. DSL: 1.00. SAS: 0.00. The composition layer converted the module from a findable instrument. — Article composed 2026-08-05 from the work's own prose so that every record carries an encyclopedic entry; a fuller editorial treatment belongs to the description/wiki review stream.",
 "journal": "Transactions on Substrate Engineering (Trans. Substrate Eng.)",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 7,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": null,
  "supersedes": "the 2026-06-21 preliminary batch mapping (#866), which assigned 864 deposits and put 371 in one venue",
  "authority": "data/cha-journals.json · datasets/venues/records/"
 },
 "_projection": {
  "note": "Derived file. Canonical machine record is this entry in data/registry.json; the human record is the record_url. Do not edit this file.",
  "record_url": "https://www.alexanarch.org/s/records/1023/",
  "self_url": "https://www.alexanarch.org/data/records/1023.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-040B-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}